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Powered by Awesome Copilot GitHub contributors from allcontributors.org
用 Codex 或 Claude 安装复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它先审查 Skill 页面再帮你安装。
复制前请先查看来源、License 和安全提示。
来源文件:README.md
A community-created collection of custom agents, instructions, skills, hooks, workflows, and plugins to supercharge your GitHub Copilot experience.
[!TIP] Explore the full collection on the website → awesome-copilot.github.com
The website offers full-text search and filtering across hundreds of resources, plus the Learning Hub for guides and tutorials.
Using this collection in an AI agent? A machine-readable
llms.txtis available with structured listings of all agents, instructions, and skills.
New to GitHub Copilot customization? The Learning Hub on the website offers curated articles, walkthroughs, and reference material — covering everything from core concepts like agents, skills, and instructions to hands-on guides for hooks, agentic workflows, MCP servers, and the Copilot coding agent.
| Resource | Description | Browse |
|---|---|---|
| 🤖 Agents | Specialized Copilot agents that integrate with MCP servers | All agents → |
| 📋 Instructions | Coding standards applied automatically by file pattern | All instructions → |
| 🎯 Skills | Self-contained folders with instructions and bundled assets | All skills → |
| 🔌 Plugins | Curated bundles of agents and skills for specific workflows | All plugins → |
| 🍳 Cookbook | Copy-paste-ready recipes for working with Copilot APIs | — |
For most users, the Awesome Copilot marketplace is already registered in the Copilot CLI/VS Code, so you can install a plugin directly:
copilot plugin install <plugin-name>@awesome-copilot
If you are using an older Copilot CLI version or a custom setup and see an error that the marketplace is unknown, register it once and then install:
copilot plugin marketplace add github/awesome-copilot
copilot plugin install <plugin-name>@awesome-copilot
See CONTRIBUTING.md · AGENTS.md for AI agent guidance · Security · Code of Conduct
The customizations here are sourced from third-party developers. Please inspect any agent and its documentation before installing.
Thanks goes to these wonderful people (emoji key):
This project follows the all-contributors specification. Contributions of any kind welcome!
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.
name: swift-mcp-server-generator
description: 'Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.'Generate a complete, production-ready MCP server in Swift using the official Swift SDK package.
When asked to create a Swift MCP server, generate a complete project with this structure:
my-mcp-server/
├── Package.swift
├── Sources/
│ └── MyMCPServer/
│ ├── main.swift
│ ├── Server.swift
│ ├── Tools/
│ │ ├── ToolDefinitions.swift
│ │ └── ToolHandlers.swift
│ ├── Resources/
│ │ ├── ResourceDefinitions.swift
│ │ └── ResourceHandlers.swift
│ └── Prompts/
│ ├── PromptDefinitions.swift
│ └── PromptHandlers.swift
├── Tests/
│ └── MyMCPServerTests/
│ └── ServerTests.swift
└── README.md
// swift-tools-version: 6.0
import PackageDescription
let package = Package(
name: "MyMCPServer",
platforms: [
.macOS(.v13),
.iOS(.v16),
.watchOS(.v9),
.tvOS(.v16),
.visionOS(.v1)
],
dependencies: [
.package(
url: "https://github.com/modelcontextprotocol/swift-sdk.git",
from: "0.10.0"
),
.package(
url: "https://github.com/apple/swift-log.git",
from: "1.5.0"
),
.package(
url: "https://github.com/swift-server/swift-service-lifecycle.git",
from: "2.0.0"
)
],
targets: [
.executableTarget(
name: "MyMCPServer",
dependencies: [
.product(name: "MCP", package: "swift-sdk"),
.product(name: "Logging", package: "swift-log"),
.product(name: "ServiceLifecycle", package: "swift-service-lifecycle")
]
),
.testTarget(
name: "MyMCPServerTests",
dependencies: ["MyMCPServer"]
)
]
)
import MCP
import Logging
import ServiceLifecycle
struct MCPService: Service {
let server: Server
let transport: Transport
func run() async throws {
try await server.start(transport: transport) { clientInfo, capabilities in
logger.info("Client connected", metadata: [
"name": .string(clientInfo.name),
"version": .string(clientInfo.version)
])
}
// Keep service running
try await Task.sleep(for: .days(365 * 100))
}
func shutdown() async throws {
logger.info("Shutting down MCP server")
await server.stop()
}
}
var logger = Logger(label: "com.example.mcp-server")
logger.logLevel = .info
do {
let server = await createServer()
let transport = StdioTransport(logger: logger)
let service = MCPService(server: server, transport: transport)
let serviceGroup = ServiceGroup(
services: [service],
configuration: .init(
gracefulShutdownSignals: [.sigterm, .sigint]
),
logger: logger
)
try await serviceGroup.run()
} catch {
logger.error("Fatal error", metadata: ["error": .string("\(error)")])
throw error
}
import MCP
import Logging
func createServer() async -> Server {
let server = Server(
name: "MyMCPServer",
version: "1.0.0",
capabilities: .init(
prompts: .init(listChanged: true),
resources: .init(subscribe: true, listChanged: true),
tools: .init(listChanged: true)
)
)
// Register tool handlers
await registerToolHandlers(server: server)
// Register resource handlers
await registerResourceHandlers(server: server)
// Register prompt handlers
await registerPromptHandlers(server: server)
return server
}
import MCP
func getToolDefinitions() -> [Tool] {
[
Tool(
name: "greet",
description: "Generate a greeting message",
inputSchema: .object([
"type": .string("object"),
"properties": .object([
"name": .object([
"type": .string("string"),
"description": .string("Name to greet")
])
]),
"required": .array([.string("name")])
])
),
Tool(
name: "calculate",
description: "Perform mathematical calculations",
inputSchema: .object([
"type": .string("object"),
"properties": .object([
"operation": .object([
"type": .string("string"),
"enum": .array([
.string("add"),
.string("subtract"),
.string("multiply"),
.string("divide")
]),
"description": .string("Operation to perform")
]),
"a": .object([
"type": .string("number"),
"description": .string("First operand")
]),
"b": .object([
"type": .string("number"),
"description": .string("Second operand")
])
]),
"required": .array([
.string("operation"),
.string("a"),
.string("b")
])
])
)
]
}
import MCP
import Logging
private let logger = Logger(label: "com.example.mcp-server.tools")
func registerToolHandlers(server: Server) async {
await server.withMethodHandler(ListTools.self) { _ in
logger.debug("Listing available tools")
return .init(tools: getToolDefinitions())
}
await server.withMethodHandler(CallTool.self) { params in
logger.info("Tool called", metadata: ["name": .string(params.name)])
switch params.name {
case "greet":
return handleGreet(params: params)
case "calculate":
return handleCalculate(params: params)
default:
logger.warning("Unknown tool requested", metadata: ["name": .string(params.name)])
return .init(
content: [.text("Unknown tool: \(params.name)")],
isError: true
)
}
}
}
private func handleGreet(params: CallTool.Params) -> CallTool.Result {
guard let name = params.arguments?["name"]?.stringValue else {
return .init(
content: [.text("Missing 'name' parameter")],
isError: true
)
}
let greeting = "Hello, \(name)! Welcome to MCP."
logger.debug("Generated greeting", metadata: ["name": .string(name)])
return .init(
content: [.text(greeting)],
isError: false
)
}
private func handleCalculate(params: CallTool.Params) -> CallTool.Result {
guard let operation = params.arguments?["operation"]?.stringValue,
let a = params.arguments?["a"]?.doubleValue,
let b = params.arguments?["b"]?.doubleValue else {
return .init(
content: [.text("Missing or invalid parameters")],
isError: true
)
}
let result: Double
switch operation {
case "add":
result = a + b
case "subtract":
result = a - b
case "multiply":
result = a * b
case "divide":
guard b != 0 else {
return .init(
content: [.text("Division by zero")],
isError: true
)
}
result = a / b
default:
return .init(
content: [.text("Unknown operation: \(operation)")],
isError: true
)
}
logger.debug("Calculation performed", metadata: [
"operation": .string(operation),
"result": .string("\(result)")
])
return .init(
content: [.text("Result: \(result)")],
isError: false
)
}
import MCP
func getResourceDefinitions() -> [Resource] {
[
Resource(
name: "Example Data",
uri: "resource://data/example",
description: "Example resource data",
mimeType: "application/json"
),
Resource(
name: "Configuration",
uri: "resource://config",
description: "Server configuration",
mimeType: "application/json"
)
]
}
import MCP
import Logging
import Foundation
private let logger = Logger(label: "com.example.mcp-server.resources")
actor ResourceState {
private var subscriptions: Set<String> = []
func addSubscription(_ uri: String) {
subscriptions.insert(uri)
}
func removeSubscription(_ uri: String) {
subscriptions.remove(uri)
}
func isSubscribed(_ uri: String) -> Bool {
subscriptions.contains(uri)
}
}
private let state = ResourceState()
func registerResourceHandlers(server: Server) async {
await server.withMethodHandler(ListResources.self) { params in
logger.debug("Listing available resources")
return .init(resources: getResourceDefinitions(), nextCursor: nil)
}
await server.withMethodHandler(ReadResource.self) { params in
logger.info("Reading resource", metadata: ["uri": .string(params.uri)])
switch params.uri {
case "resource://data/example":
let jsonData = """
{
"message": "Example resource data",
"timestamp": "\(Date())"
}
"""
return .init(contents: [
.text(jsonData, uri: params.uri, mimeType: "application/json")
])
case "resource://config":
let config = """
{
"serverName": "MyMCPServer",
"version": "1.0.0"
}
"""
return .init(contents: [
.text(config, uri: params.uri, mimeType: "application/json")
])
default:
logger.warning("Unknown resource requested", metadata: ["uri": .string(params.uri)])
throw MCPError.invalidParams("Unknown resource URI: \(params.uri)")
}
}
await server.withMethodHandler(ResourceSubscribe.self) { params in
logger.info("Client subscribed to resource", metadata: ["uri": .string(params.uri)])
await state.addSubscription(params.uri)
return .init()
}
await server.withMethodHandler(ResourceUnsubscribe.self) { params in
logger.info("Client unsubscribed from resource", metadata: ["uri": .string(params.uri)])
await state.removeSubscription(params.uri)
return .init()
}
}
import MCP
func getPromptDefinitions() -> [Prompt] {
[
Prompt(
name: "code-review",
description: "Generate a code review prompt",
arguments: [
.init(name: "language", description: "Programming language", required: true),
.init(name: "focus", description: "Review focus area", required: false)
]
)
]
}
import MCP
import Logging
private let logger = Logger(label: "com.example.mcp-server.prompts")
func registerPromptHandlers(server: Server) async {
await server.withMethodHandler(ListPrompts.self) { params in
logger.debug("Listing available prompts")
return .init(prompts: getPromptDefinitions(), nextCursor: nil)
}
await server.withMethodHandler(GetPrompt.self) { params in
logger.info("Getting prompt", metadata: ["name": .string(params.name)])
switch params.name {
case "code-review":
return handleCodeReviewPrompt(params: params)
default:
logger.warning("Unknown prompt requested", metadata: ["name": .string(params.name)])
throw MCPError.invalidParams("Unknown prompt: \(params.name)")
}
}
}
private func handleCodeReviewPrompt(params: GetPrompt.Params) -> GetPrompt.Result {
guard let language = params.arguments?["language"]?.stringValue else {
return .init(
description: "Missing language parameter",
messages: []
)
}
let focus = params.arguments?["focus"]?.stringValue ?? "general quality"
let description = "Code review for \(language) with focus on \(focus)"
let messages: [Prompt.Message] = [
.user("Please review this \(language) code with focus on \(focus)."),
.assistant("I'll review the code focusing on \(focus). Please share the code."),
.user("Here's the code to review: [paste code here]")
]
logger.debug("Generated code review prompt", metadata: [
"language": .string(language),
"focus": .string(focus)
])
return .init(description: description, messages: messages)
}
import XCTest
@testable import MyMCPServer
final class ServerTests: XCTestCase {
func testGreetTool() async throws {
let params = CallTool.Params(
name: "greet",
arguments: ["name": .string("Swift")]
)
let result = handleGreet(params: params)
XCTAssertFalse(result.isError ?? true)
XCTAssertEqual(result.content.count, 1)
if case .text(let message) = result.content[0] {
XCTAssertTrue(message.contains("Swift"))
} else {
XCTFail("Expected text content")
}
}
func testCalculateTool() async throws {
let params = CallTool.Params(
name: "calculate",
arguments: [
"operation": .string("add"),
"a": .number(5),
"b": .number(3)
]
)
let result = handleCalculate(params: params)
XCTAssertFalse(result.isError ?? true)
XCTAssertEqual(result.content.count, 1)
if case .text(let message) = result.content[0] {
XCTAssertTrue(message.contains("8"))
} else {
XCTFail("Expected text content")
}
}
func testDivideByZero() async throws {
let params = CallTool.Params(
name: "calculate",
arguments: [
"operation": .string("divide"),
"a": .number(10),
"b": .number(0)
]
)
let result = handleCalculate(params: params)
XCTAssertTrue(result.isError ?? false)
}
}
# MyMCPServer
A Model Context Protocol server built with Swift.
## Features
- ✅ Tools: greet, calculate
- ✅ Resources: example data, configuration
- ✅ Prompts: code-review
- ✅ Graceful shutdown with ServiceLifecycle
- ✅ Structured logging with swift-log
- ✅ Full test coverage
## Requirements
- Swift 6.0+
- macOS 13+, iOS 16+, or Linux
## Installation
```bash
swift build -c release
Run the server:
swift run
Or with logging:
LOG_LEVEL=debug swift run
swift test
The server uses:
Sources/MyMCPServer/main.swift - Entry point with ServiceLifecycleSources/MyMCPServer/Server.swift - Server configurationSources/MyMCPServer/Tools/ - Tool definitions and handlersSources/MyMCPServer/Resources/ - Resource definitions and handlersSources/MyMCPServer/Prompts/ - Prompt definitions and handlersTests/ - Unit testsMIT
## Generation Instructions
1. **Ask for project name and description**
2. **Generate all files** with proper naming
3. **Use actor-based state** for thread safety
4. **Include comprehensive logging** with swift-log
5. **Implement graceful shutdown** with ServiceLifecycle
6. **Add tests** for all handlers
7. **Use modern Swift concurrency** (async/await)
8. **Follow Swift naming conventions** (camelCase, PascalCase)
9. **Include error handling** with proper MCPError usage
10. **Document public APIs** with doc comments
## Build and Run
```bash
# Build
swift build
# Run
swift run
# Test
swift test
# Release build
swift build -c release
# Install
swift build -c release
cp .build/release/MyMCPServer /usr/local/bin/
Add to claude_desktop_config.json:
{
"mcpServers": {
"my-mcp-server": {
"command": "/path/to/MyMCPServer"
}
}
}
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